G. Yin

Bridging Local and Population Causal Effects: A Proximal Instrumental Variable Approach

Instrumental variable (IV) methods address treatment endogeneity, but with non-compliance and heterogeneous treatment effects a binary instrument generally identifies the local average treatment effect (LATE) among compliers rather than the population average treatment effect (ATE). When treatment effects and complianc...